AITakeover Tracker
24%low risk

Sheet Metal Workers

Fabricate, assemble, install, and repair sheet metal products and equipment, such as ducts, control boxes, drainpipes, and furnace casings. Work may involve any of the following: setting up and operating fabricating machines to cut, bend, and straighten sheet metal; shaping metal over anvils, blocks, or forms using hammer; operating soldering and welding equipment to join sheet metal parts; or inspecting, assembling, and smoothing seams and joints of burred surfaces. Includes sheet metal duct installers who install prefabricated sheet metal ducts used for heating, air conditioning, or other purposes.

Green Enhanced SkillsHigher risk than 17% of occupations

AI Impact Summary

Sheet Metal Workers faces low AI displacement risk with a score of 24/100. This occupation has higher AI displacement risk than 17% of all analyzed occupations. Of 24 analyzed tasks, 4 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Reading Comprehension10%

Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Sheet Metal Workers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.8pt risk+$3K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.7pt risk+$3K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School18%
High School Diploma60%
Some College13%
Post-Secondary Certificate4%
Associate's Degree6%

Prior Experience Needed

Work experience required to enter this job

None44%
Up to 1 month2%
1-3 months3%
3-6 months3%
6 months - 1 year8%
1-2 years6%
2-4 years20%
4-6 years7%
6-8 years1%
8-10 years6%

Training Provided After Hiring

How long it typically takes to learn on the job

None1%
Up to 1 month9%
1-3 months1%
3-6 months21%
6 months - 1 year8%
2-4 years29%
4-6 years15%
6-8 years15%

How AI Impacts Each Task

24 tasks analyzed

Convert blueprints into shop drawings to be followed in the construction or assembly of sheet metal products.

Risk: 84.0%AI: 87EstimatedTime: 5%

Determine project requirements, such as scope, assembly sequences, or required methods or materials, using blueprints, drawings, or written or verbal instructions.

Risk: 51.0%AI: 60EstimatedTime: 5%

Lay out, measure, and mark dimensions and reference lines on material, such as roofing panels, using calculators, scribes, dividers, squares, or rulers.

Risk: 49.0%AI: 40EstimatedTime: 5%

Fasten seams or joints together with welds, bolts, cement, rivets, solder, caulks, metal drive clips, or bonds to assemble components into products or to repair sheet metal items.

Risk: 13.0%AI: 10EstimatedTime: 8%

Develop or lay out patterns, using computerized metalworking equipment.

Risk: 86.0%AI: 92EstimatedTime: 4%

Trim, file, grind, deburr, buff, or smooth surfaces, seams, or joints of assembled parts, using hand tools or portable power tools.

Risk: 49.0%AI: 40EstimatedTime: 5%

Fabricate ducts for high efficiency heating, ventilating, and air conditioning (HVAC) systems to maximize efficiency of systems.

Risk: 15.0%AI: 15EstimatedTime: 6%

Select gauges or types of sheet metal or nonmetallic material, according to product specifications.

Risk: 85.2%AI: 90EstimatedTime: 3%

Maneuver completed roofing units into position for installation.

Risk: 13.0%AI: 10EstimatedTime: 4%

Finish parts, using hacksaws or hand, rotary, or squaring shears.

Risk: 47.0%AI: 35EstimatedTime: 4%

Shape metal material over anvils, blocks, or other forms, using hand tools.

Risk: 11.0%AI: 5EstimatedTime: 4%

Fabricate or alter parts at construction sites, using shears, hammers, punches, or drills.

Risk: 11.0%AI: 5EstimatedTime: 6%

Inspect individual parts, assemblies, or installations, using measuring instruments, such as calipers, scales, or micrometers.

Risk: 63.4%AI: 35.5ObservedTime: 4%

Transport prefabricated parts to construction sites for assembly and installation.

Risk: 51.0%AI: 45EstimatedTime: 3%

Verify that heating, ventilating, and air conditioning (HVAC) systems are designed, installed, and calibrated in accordance with green certification standards, such as those of Leadership in Energy and Environmental Design (LEED).

Risk: 86.0%AI: 92EstimatedTime: 2%

Install assemblies, such as flashing, pipes, tubes, heating and air conditioning ducts, furnace casings, rain gutters, or downspouts in supportive frameworks.

Risk: 13.0%AI: 10EstimatedTime: 8%

Hire, train, or supervise new employees or apprentices.

Risk: 19.0%AI: 10EstimatedTime: 3%

Maintain equipment, making repairs or modifications when necessary.

Risk: 13.0%AI: 10EstimatedTime: 3%

Secure metal roof panels in place by interlocking and fastening grooved panel edges.

Risk: 13.0%AI: 10EstimatedTime: 4%

Perform building commissioning activities by completing mechanical inspections of a building's water, lighting, or heating, ventilating, and air conditioning (HVAC) systems.

Risk: 43.0%AI: 40EstimatedTime: 3%

Fasten roof panel edges or machine-made moldings to structures by nailing or welding.

Risk: 13.0%AI: 10EstimatedTime: 4%

Perform sheet metal work necessary for solar panel installations.

Risk: 13.0%AI: 10EstimatedTime: 3%

Install green architectural sheet metal components, such as cool roofs or hot or cold walls.

Risk: 13.0%AI: 10EstimatedTime: 3%

Construct components for high-performance wind turbine systems.

Risk: 15.0%AI: 15EstimatedTime: 2%

Protective Factors

Total protective discount: 26.6%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilityCooperationInitiativeIntegrityInnovationAnalytical ThinkingIndependenceSelf ControlAdaptability/FlexibilityPersistenceAchievement/Effort

Wage & Employment (2024)

Median Wage

$60,850

per year

Mean Wage

$66,110

per year

Employment

117K

workers

Wage Range

$38,030 - $102,680

10th - 90th pct

Wage Distribution

$38,030Median: $60,850$102,680
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

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Median salary: $73,340

Higher risk than 2% of other occupations

Cement Masons and Concrete Finishers

17%
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Median salary: $54,660

Higher risk than 3% of other occupations

Pipe Fitters and Steamfitters

18%
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Median salary: $62,970

Higher risk than 3% of other occupations

Brickmasons and Blockmasons

20%
Low Risk

Median salary: $60,800

Higher risk than 7% of other occupations

Construction Carpenters

21%
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Median salary: $59,310

Higher risk than 8% of other occupations

Rough Carpenters

23%
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Median salary: $59,310

Higher risk than 15% of other occupations

Layout Workers, Metal and Plastic

35%
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Median salary: $61,870

Higher risk than 66% of other occupations

Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders

42%
Medium Risk

Median salary: $46,890

Higher risk than 85% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Sheet Metal Workers professionals should diversify beyond them.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Reading Comprehension

    Reading Comprehension is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Manual Dexterity

    Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

-2.9

overall change

Checking for existing plan...